Github user liancheng commented on a diff in the pull request:

    https://github.com/apache/spark/pull/15703#discussion_r88311961
  
    --- Diff: sql/hive/src/main/scala/org/apache/spark/sql/hive/hiveUDFs.scala 
---
    @@ -365,4 +380,66 @@ private[hive] case class HiveUDAFFunction(
         val distinct = if (isDistinct) "DISTINCT " else " "
         s"$name($distinct${children.map(_.sql).mkString(", ")})"
       }
    +
    +  override def createAggregationBuffer(): AggregationBuffer =
    +    partial1ModeEvaluator.getNewAggregationBuffer
    +
    +  @transient
    +  private lazy val inputProjection = new InterpretedProjection(children)
    +
    +  override def update(buffer: AggregationBuffer, input: InternalRow): Unit 
= {
    +    partial1ModeEvaluator.iterate(
    +      buffer, wrap(inputProjection(input), inputWrappers, cached, 
inputDataTypes))
    +  }
    +
    +  override def merge(buffer: AggregationBuffer, input: AggregationBuffer): 
Unit = {
    +    partial2ModeEvaluator.merge(buffer, 
partial1ModeEvaluator.terminatePartial(input))
    +  }
    +
    +  override def eval(buffer: AggregationBuffer): Any = {
    +    resultUnwrapper(finalModeEvaluator.terminate(buffer))
    +  }
    +
    +  override def serialize(buffer: AggregationBuffer): Array[Byte] = {
    +    aggBufferSerDe.serialize(buffer)
    +  }
    +
    +  override def deserialize(bytes: Array[Byte]): AggregationBuffer = {
    +    aggBufferSerDe.deserialize(bytes)
    +  }
    +
    +  // Helper class used to de/serialize Hive UDAF `AggregationBuffer` 
objects
    +  private class AggregationBufferSerDe {
    --- End diff --
    
    We can, but it doesn't seem to be necessary. Make it a nested class also 
simplifies implementation since it has access to fields of the outer class.


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